 
    Keivan Faghih Niresi
              
                +41 21 695 50 90
                
              
            
              Office: GC A3 445
              EPFL › ENAC › IIC › IMOS
            
          
Website: https://IMOS.epfl.ch
Expertise
Prior to joining EPFL, he obtained his master's degree from the Institute of Communications Engineering, College of Electrical Engineering and Computer Science, National Tsing Hua University (NTHU) where he conducted research in convex and non-convex optimization, statistical signal processing, deep learning, and hyperspectral imaging under the supervision of Prof. Chong-Yung Chi. He also had the opportunity to work as a machine learning engineer intern at PranaQ, where he focused on developing signal processing and feature extraction algorithms for biomedical signals such as photoplethysmogram (PPG) and electrocardiogram (ECG).
Education
Master of Science
| Communications Engineering2020 – 2022 National Tsing Hua University
Bachelor of Science
| Electrical Engineering2015 – 2019 University of Guilan
Selected publications
Efficient Unsupervised Domain Adaptation Regression for Spatial-Temporal Sensor Fusion
        Keivan Faghih Niresi
        
         Published in  IEEE Internet of Things Journals in 2025
      
Physics-Enhanced Graph Neural Networks for Soft Sensing in Industrial Internet of Things
        Keivan Faghih Niresi, Hugo Bissig, Henri Baumann, Olga Fink
        
         Published in  IEEE Internet of Things Journal in 2024
      
Robust Hyperspectral Inpainting via Low-Rank Regularized Untrained Convolutional Neural Network
        Keivan Faghih Niresi, Chong-Yung Chi
        
         Published in  IEEE Geoscience and Remote Sensing Letters in 2023
      
Unsupervised Hyperspectral Denoising Based on Deep Image Prior and Least Favorable Distribution
        Keivan Faghih Niresi, Chong-Yung Chi
        
         Published in  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing in 2022
      
Teaching & PhD
CIVIL-332
Course Book
CIVIL-426
Course Book